from collections import OrderedDict
import numpy as np
import os
HERE = os.path.dirname(os.path.abspath(__file__))
from ytopt.problem import Problem
cmd_frmt = "python " + HERE + "/executable.py"
nparam = 10
for i in range(1, nparam + 1):
cmd_frmt += f" --p{i} {'{}'}"
problem = Problem(cmd_frmt)
a, b = -600, 600
for i in range(nparam):
problem.spec_dim(p_id=i, p_space=[i for i in range(a, b, 50)], default=a)
problem.checkcfg()
if __name__ == '__main__':
print(pb)
from collections import OrderedDict
import numpy as np
import os
np.random.seed(0)
HERE = os.path.dirname(os.path.abspath(__file__))
from ytopt.problem import Problem
cmd_frmt = "python " + HERE + "/executable.py"
nparam = 10
for i in range(1, nparam + 1):
cmd_frmt += f" --p{i} {'{}'}"
problem = Problem(cmd_frmt)
a, b = 0, 10
for i in range(nparam):
problem.spec_dim(p_id=i, p_space=(a, b), default=a)
problem.checkcfg()
if __name__ == '__main__':
print(problem)
from collections import OrderedDict
import numpy as np
import os
np.random.seed(0)
HERE = os.path.dirname(os.path.abspath(__file__))
from ytopt.problem import Problem
cmd_frmt = "python " + HERE + "/executable.py"
nparam = 10
for i in range(1, nparam + 1):
cmd_frmt += f" --p{i} {'{}'}"
problem = Problem(cmd_frmt)
a, b = -100, 100
for i in range(nparam):
problem.spec_dim(p_id=i,
p_space=list(
np.random.permutation(
[str(i) for i in range(a, b + 1, 10)])),
default=str(a))
problem.checkcfg()
if __name__ == '__main__':
print(problem)
from collections import OrderedDict
import numpy as np
import os
np.random.seed(0)
HERE = os.path.dirname(os.path.abspath(__file__))
from ytopt.problem import Problem
cmd_frmt = "python " + HERE + "/executable.py"
nparam = 3
for i in range(0, nparam):
cmd_frmt += f" --p{i} {'{}'}"
problem = Problem(cmd_frmt)
problem.spec_dim(p_id=0, p_space=['a', 'b'], default='a')
problem.spec_dim(p_id=1, p_space=['a', 'b', 'c'], default='a')
problem.spec_dim(p_id=2, p_space=['a', 'b', 'c'], default='a')
problem.checkcfg()
#print(cmd_frmt)
if __name__ == '__main__':
print(problem)
import os
from ytopt.problem import Problem
HERE = os.path.dirname(os.path.abspath(__file__))
Problem = Problem(app_name='pdqrdriver',
app_exe=f"python {os.path.join(HERE, 'executable.py')}",
args_template="--m 1000 --n 1000 --mb {} --nb {} --p {}")
Problem.spec_dim(p_id=0, p_space=(1, 1000), default=1) # mb
Problem.spec_dim(p_id=1, p_space=(1, 1000), default=1) # nb
Problem.resources['threads_per_rank'] = (1, 64)
Problem.resources['threads_per_core'] = (1, 4)
Problem.resources['cpu_affinity'] = ['none', 'depth']
Problem.resources['ranks_per_node'] = (1, 64)
Problem.resources['num_nodes'] = 1
num_cores_per_node = 64
Problem.spec_dim(p_id=2,
p_space=(1,
Problem.resources['num_nodes'] * num_cores_per_node),
default=1) # p
Problem.resources['env'] = 'OMP_NUM_THREADS=64'
Problem.checkcfg()
if __name__ == '__main__':
print(Problem)
from collections import OrderedDict
import numpy as np
import os
np.random.seed(0)
HERE = os.path.dirname(os.path.abspath(__file__))
from ytopt.problem import Problem
cmd_frmt = "python " +HERE+"/executable.py"
nparam = 32
nb_classes = 8
for i in range(nparam):
cmd_frmt += f" --p{i} {'{}'}"
problem = Problem(cmd_frmt)
for i in range(nparam):
problem.spec_dim(p_id=i, p_space=[str(i) for i in list(range(nb_classes))], default='0')
problem.checkcfg()
if __name__ == '__main__':
print(problem)
from collections import OrderedDict
import numpy as np
import os
HERE = os.path.dirname(os.path.abspath(__file__))
from ytopt.problem import Problem
cmd_frmt = "python " + HERE + "/executable.py"
nparam = 10
for i in range(1, nparam + 1):
cmd_frmt += f" --p{i} {'{}'}"
problem = Problem(cmd_frmt)
a, b = -10, 10
for i in range(nparam):
problem.spec_dim(p_id=i,
p_space=[a + i for i in range(b - a)],
default=-10)
problem.checkcfg()
if __name__ == '__main__':
print(pb)
from collections import OrderedDict
import numpy as np
import os
np.random.seed(0)
HERE = os.path.dirname(os.path.abspath(__file__))
from ytopt.problem import Problem
cmd_frmt = "python " +HERE+"/executable.py"
nparam = 6
for i in range(0, nparam):
cmd_frmt += f" --p{i} {'{}'}"
problem = Problem(cmd_frmt)
a, b = -15, 30
problem.spec_dim(p_id=0, p_space=(a, b), default=a)
problem.spec_dim(p_id=1, p_space=(a, b), default=a)
problem.spec_dim(p_id=2, p_space=[a+i for i in range(b-a)], default=a)
problem.spec_dim(p_id=3, p_space=[a+i for i in range(b-a)], default=a)
problem.spec_dim(p_id=4, p_space= list(np.random.permutation([str(a+i) for i in range(b-a)])), default=str(a))
problem.spec_dim(p_id=5, p_space= list(np.random.permutation([str(a+i) for i in range(b-a)])), default=str(a))
problem.checkcfg()
if __name__ == '__main__':
print(problem)
